Here are a few of my numerous projects mentioned below. If you find them intriguing, you can visit my GitHub to access the source code for these projects.
Decision Tree (from Scratch)
A Decision Tree is a fundamental machine learning algorithm that's widely used for both classification and regression tasks. Therefore, in this data science project, I undertook the exciting challenge of constructing a Decision Tree classifier entirely from scratch using Python.
Ronaldo Goal Prediction
In this intriguing data science project, I delved into the world of sports analytics to predict whether the legendary footballer, Cristiano Ronaldo, would score a goal in a given match. Unlike traditional machine learning models, this project relied solely on probability and statistical analysis, showcasing the power of these mathematical concepts in predicting real-world outcomes which comes out to be 85% accurate.
Github
These represent just a small selection of the numerous projects I've developed and shared on GitHub. If you're interested in learning more about them, you can explore them on GitHub.